Practical Automated Machine Learning Using H2O.ai

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Using H2O AutoML with Other Technologies

In the last few chapters, we have been exploring how we can use H2O AutoML in production. We saw how we can use H2O models as POJOs and MOJOs as portable objects that can make predictions. However, in actual production environments, you will often be using multiple technologies to meet various technical requirements. The collaboration of such technologies plays a big role in the seamless functionality of your system.

Thus, it is important to know how we can use H2O models in collaboration with other commonly used technologies in the ML domain. In this chapter, we shall explore and implement H2O with some of these technologies and see how we can build systems that can work together to provide a collaborative ...